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10 Key Patterns for Calling Integration Workflows via MCP

calendar_today May 18, 2026 person Hayley Brown domain cyclr

When you talk about MCPs (Model Context Protocols) calling integration workflows, you’re really getting into how AI systems orchestrate external tools, APIs, and business logic in a structured, context-aware way. This sits right at the intersection of LLM orchestration and embedded iPaaS. So there are a few important patterns and pitfalls worth understanding.

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